DeepGuide for DeepSeek

Unlocking the Power of Text Data with LLMs
Learn how to handle text data with LLMs: a step-by-step guide for newbies
23203Murphy2025-03-23
A Universal Roadmap for Prompt Engineering: The Contextual Scaffolds Framework (CSF)
A general purpose mental model for effective prompt engineering.
26221Murphy2025-03-23
Pumpkin Spice Time Series Analysis
Throw on your comfiest lo-fi, grab an oversized sweater, your favorite hot beverage, and let's python.
22208Murphy2025-03-23
Entropy-Regularized Reinforcement Learning Explained
Learn more reliable, robust, and transferable policies by adding entropy bonuses to your algorithm
26291Murphy2025-03-23
Which Data Format to Use For Your Big Data Project?
Pickle, Parquet, CSV, Feather, HDF5, ORC, JSON: which one should you be using and why?
29080Murphy2025-03-23
A Complete Guide to Effectively Scale your Data Pipelines and Products with Contract Testing andR
All you need to know to start implementing contract tests with dbt
30095Murphy2025-03-23
Managing Multiple CUDA Versions on a Single Machine: A Comprehensive Guide
How to Handle Different CUDA Versions in Your Development Environment
20451Murphy2025-03-23
Decision Science Meets Design
The design process has changed dramatically over the last few decades. What was once a domain driven by human intuition, judgment, and aesthetic preferences is now augmented by computational methods and data-driven processes. This transition is exemplifie
21744Murphy2025-03-23
Quantisation and co. Reducing inference times on LLMs by 80%
Showing techniques to optimise your own LLMs - with code examples
29491Murphy2025-03-23
Convolutional Networks – Intuitively and Exhaustively Explained
Unpacking a cornerstone modeling strategy
27831Murphy2025-03-23
Sb3, the Swiss Army Knife of Applied RL
Stablebaseline3 (sb3) is like a Swiss Army knife. It is a multi-function utility tool, that can be used for many purpose. And, just like a Swiss Army knife can save your life if you are stranded in a jungle, sb3 can save your life in the office, when you
20267Murphy2025-03-23
Productivity Tips, Data Career Insights, and Other Recent Must-Reads
The stories that resonated the most with our community in the past month
21681Murphy2025-03-23
Well Log Measurement Prediction Using Neural Networks with Keras
Large amounts of data are acquired daily from wells around the world. However, the quality of that data can vary significantly from missing data to data impacted by sensor failure and borehole conditions. This can have knock-on consequences on other parts
24041Murphy2025-03-23
Don't Apply to Tech Without Mastering These 6 Must-Have Data Science Skills
A glimpse into the wizarding world of Tech & what you need to make your way in and succeed as a Data Wizard-ist
20973Murphy2025-03-23
The Perfect Way to Smooth Your Noisy Data
Insanely fast and reliable smoothing and interpolation with the Whittaker-Eilers method.
24191Murphy2025-03-23
Python Callables: The Basics and the Secrets
Learn how powerful Python callables can be.
23659Murphy2025-03-23
LLM for Synthetic Time Series Data Generation
We recently participated and won the grand prize of $10,000 in the Brembo hackathon, where the task was to use Generative AI to create new...
21558Murphy2025-03-23
5 Steps to Build Beautiful Line Charts with Python
How to use the full capabilities of Matplotlib to tell a more compelling story
23680Murphy2025-03-23
Is it Time to Start Talking About Prompt Architecture in LLMs?
From prompt engineering to prompt architecture
26593Murphy2025-03-23
From RAGs to Riches
10 Applications of vector search to deeply understand your data and models
26999Murphy2025-03-23